An improved deep sequential model for context-aware POI recommendation

Keyphrases

• Context-aware 100%
• Deep Sequential Model 100%
• Point-of-interest Recommendation 100%
• Neural Network Method 66%
• Recurrent Neural Network 66%
• User Preference 66%
• Short-term Preference 66%
• Long-term Preference 66%
• Interest Prediction 66%
• Motivation 33%
• Learning Process 33%
• Unified Framework 33%
• Everyday Life 33%
• Check-in 33%
• Mobile Users 33%
• Model Learning 33%
• Spatial-temporal 33%
• Model Capabilities 33%
• Evaluation Metrics 33%
• Contextual Factors 33%
• Long-term Users 33%
• User Decision 33%
• Spatial Context 33%
• Prediction Task 33%
• Location-based Social Networks 33%
• Session-based 33%
• Aggregate Layer 33%
• Current Users 33%
• Interpretable Recommendation 33%
• Temporal Context 33%
• Multi-head 33%
• Interest Representation 33%
• Attention Aggregation 33%
• Next Point-of-interest Recommendation 33%

Computer Science

• Points of Interest 100%
• Sequential Model 100%
• User Preference 22%
• Recurrent Neural Network 22%
• Experimental Result 11%
• Learning Process 11%
• Unified Framework 11%
• Case Study 11%
• Evaluation Metric 11%
• Social Network 11%
• Complex Situation 11%
• Interest Representation 11%
• Aggregation Layer 11%